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医疗保健数据分析

Healthcare Data Analytics.

作者信息

Ognjanovic Ivana

机构信息

University of Donja Gorica, Montenegro.

出版信息

Stud Health Technol Inform. 2020 Sep 25;274:122-135. doi: 10.3233/SHTI200672.

Abstract

Health analytics is a branch of analysis that focuses on the analysis of complex and large amounts of health data that are characterized by high dimensionality, irregularities and rarities. Their aim is to improve and increase the efficiency of the process of healthcare providers, working with patients, managing costs and resources, improve diagnostic procedures and treatments, etc. The prime focus is investigating historical data and finding templates for different scenarios. As a final product, usually different visualisation tools are produced to support practitioners in patient care to provide better services, and to improve existing procedures.

摘要

健康分析是分析学的一个分支,专注于对复杂且大量的健康数据进行分析,这些数据具有高维度、不规则性和稀有性等特征。其目的是提高医疗服务提供者与患者合作过程的效率、管理成本和资源、改进诊断程序和治疗方法等。主要重点是研究历史数据并为不同场景寻找模板。作为最终成果,通常会制作不同的可视化工具,以支持从业者在患者护理中提供更好的服务,并改进现有程序。

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